BiasAnalysisConfig: BiasAnalysisConfig class

In DyfanJones/sagemaker-r-mlcore: sagemaker machine learning core classes and methods

BiasAnalysisConfig class

Description

Analysis configuration for ModelBiasMonitor.

Public fields

analysis_config

Analysis config dictionary

Methods

Public methods

• BiasAnalysisConfig$new()

• BiasAnalysisConfig$to_list()

• BiasAnalysisConfig$format()

• BiasAnalysisConfig$clone()

---

Method new()

Creates an analysis config dictionary.

Usage

BiasAnalysisConfig$new(bias_config, headers = NULL, label = NULL)

Arguments

bias_config

(sagemaker.clarify.BiasConfig): Config object related to bias configurations.

headers

(list[str]): A list of column names in the input dataset.

label

(str): Target attribute for the model required by bias metrics. Specified as column name or index for CSV dataset, or as JSONPath for JSONLines.

---

Method to_list()

Generates a request dictionary using the parameters provided to the class.

Usage

BiasAnalysisConfig$to_list()

---

Method format()

format class

Usage

BiasAnalysisConfig$format()

---

Method clone()

The objects of this class are cloneable with this method.

Usage

BiasAnalysisConfig$clone(deep = FALSE)

Arguments

deep

Whether to make a deep clone.

DyfanJones/sagemaker-r-mlcore documentation built on May 3, 2022, 10:08 a.m.